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An implementation of the Uniform Manifold Approximation and Projection dimensionality reduction by McInnes et al. (2018) <arXiv:1802.03426>. It also provides means to transform new data and to carry out supervised dimensionality reduction. An implementation of the related LargeVis method of Tang et al. (2016) <arXiv:1602.00370> is also provided. This is a complete re-implementation in R (and C++, via the 'Rcpp' package): no Python installation is required. See the uwot website (<https://github.com/jlmelville/uwot>) for more documentation and examples.

copied from cf-staging / r-uwot
Type Size Name Uploaded Downloads Labels
conda 436.3 kB | win-64/r-uwot-0.1.8-r36h796a38f_0.tar.bz2  5 years and 3 days ago 1080 main cf202003
conda 448.0 kB | win-64/r-uwot-0.1.8-r35h796a38f_0.tar.bz2  5 years and 3 days ago 1072 main cf202003
conda 430.1 kB | osx-64/r-uwot-0.1.8-r35hc5da6b9_0.tar.bz2  5 years and 3 days ago 379 main cf202003
conda 418.1 kB | osx-64/r-uwot-0.1.8-r36hc5da6b9_0.tar.bz2  5 years and 3 days ago 388 main cf202003
conda 432.5 kB | linux-64/r-uwot-0.1.8-r36h0357c0b_0.tar.bz2  5 years and 3 days ago 3543 main cf202003
conda 443.6 kB | linux-64/r-uwot-0.1.8-r35h0357c0b_0.tar.bz2  5 years and 3 days ago 3545 main cf202003
conda 386.9 kB | win-64/r-uwot-0.1.5-r36h796a38f_0.tar.bz2  5 years and 3 months ago 1206 main cf202003
conda 398.2 kB | win-64/r-uwot-0.1.5-r35h796a38f_0.tar.bz2  5 years and 3 months ago 1174 main cf202003
conda 384.0 kB | osx-64/r-uwot-0.1.5-r36hc5da6b9_0.tar.bz2  5 years and 3 months ago 427 main cf202003
conda 395.3 kB | osx-64/r-uwot-0.1.5-r35hc5da6b9_0.tar.bz2  5 years and 3 months ago 360 main cf202003
conda 406.1 kB | linux-64/r-uwot-0.1.5-r35h0357c0b_0.tar.bz2  5 years and 3 months ago 3500 main cf202003
conda 394.8 kB | linux-64/r-uwot-0.1.5-r36h0357c0b_0.tar.bz2  5 years and 3 months ago 3848 main cf202003
conda 383.1 kB | win-64/r-uwot-0.1.4-r36h796a38f_0.tar.bz2  5 years and 5 months ago 1341 main cf202003
conda 394.5 kB | win-64/r-uwot-0.1.4-r35h796a38f_0.tar.bz2  5 years and 5 months ago 1279 main cf202003
conda 386.1 kB | osx-64/r-uwot-0.1.4-r35hf99fc2c_0.tar.bz2  5 years and 5 months ago 359 main cf202003
conda 374.7 kB | osx-64/r-uwot-0.1.4-r36hf99fc2c_0.tar.bz2  5 years and 5 months ago 438 main cf202003
conda 403.5 kB | linux-64/r-uwot-0.1.4-r35h0357c0b_0.tar.bz2  5 years and 5 months ago 3719 main cf202003
conda 391.7 kB | linux-64/r-uwot-0.1.4-r36h0357c0b_0.tar.bz2  5 years and 5 months ago 3959 main cf202003
conda 394.1 kB | win-64/r-uwot-0.1.3-r35h796a38f_1.tar.bz2  5 years and 7 months ago 1408 main cf202003
conda 383.0 kB | win-64/r-uwot-0.1.3-r36h796a38f_1.tar.bz2  5 years and 7 months ago 1382 main cf202003
conda 442.9 kB | osx-64/r-uwot-0.1.3-r35hf99fc2c_1.tar.bz2  5 years and 7 months ago 362 main cf202003
conda 374.0 kB | osx-64/r-uwot-0.1.3-r36hf99fc2c_1.tar.bz2  5 years and 7 months ago 382 main cf202003
conda 402.8 kB | linux-64/r-uwot-0.1.3-r35h0357c0b_1.tar.bz2  5 years and 7 months ago 3887 main cf202003
conda 390.9 kB | linux-64/r-uwot-0.1.3-r36h0357c0b_1.tar.bz2  5 years and 7 months ago 4012 main cf202003
conda 394.5 kB | win-64/r-uwot-0.1.3-r35h796a38f_0.tar.bz2  5 years and 9 months ago 1426 main cf202003
conda 446.2 kB | osx-64/r-uwot-0.1.3-r35hf99fc2c_0.tar.bz2  5 years and 9 months ago 352 main cf202003
conda 404.2 kB | linux-64/r-uwot-0.1.3-r35h0357c0b_0.tar.bz2  5 years and 9 months ago 3956 main cf202003

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